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Delete app/main.py
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app/main.py
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# --- Model download logic (Hugging Face Hub) ---
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import os
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import requests
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def download_if_missing(url, dest):
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if not os.path.exists(dest):
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print(f"Downloading model from {url} to {dest}...")
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os.makedirs(os.path.dirname(dest), exist_ok=True)
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with requests.get(url, stream=True) as r:
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r.raise_for_status()
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with open(dest, "wb") as f:
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for chunk in r.iter_content(chunk_size=8192):
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f.write(chunk)
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print("Download complete.")
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# Hugging Face direct download links
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DAMAGE_MODEL_URL = "https://huggingface.co/AItoolstack/car_damage_detection/resolve/main/yolov8_models/damage/weights/weights/best.pt"
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PARTS_MODEL_URL = "https://huggingface.co/AItoolstack/car_damage_detection/resolve/main/yolov8_models/parts/weights/weights/best.pt"
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DAMAGE_MODEL_PATH = os.path.join("models", "damage", "weights", "weights", "best.pt")
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PARTS_MODEL_PATH = os.path.join("models", "parts", "weights", "weights", "best.pt")
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download_if_missing(DAMAGE_MODEL_URL, DAMAGE_MODEL_PATH)
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download_if_missing(PARTS_MODEL_URL, PARTS_MODEL_PATH)
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from fastapi import FastAPI, File, UploadFile, BackgroundTasks
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from fastapi.staticfiles import StaticFiles
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from fastapi.templating import Jinja2Templates
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from fastapi.responses import JSONResponse, HTMLResponse
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from fastapi.middleware.cors import CORSMiddleware
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import uvicorn
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from datetime import datetime
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import aiofiles
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from pathlib import Path
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import uuid
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from app.routers import inference
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app = FastAPI(title="Car Damage Detection API")
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# CORS middleware
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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# Mount static files
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app.mount("/static", StaticFiles(directory="app/static"), name="static")
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templates = Jinja2Templates(directory="app/templates")
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# Include routers
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app.include_router(inference.router)
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if __name__ == "__main__":
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uvicorn.run("main:app", host="0.0.0.0", port=8000, reload=True)
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